This paper addresses predictive state regulation of linear discrete-time sy
stems subject to persistent bounded disturbances and to state and/or contro
l constraints. It is well known that the joint presence of constraints and
disturbances can drive a predictive controller to infeasibility and instabi
lity. Here it is shown how robustness against persistent bounded disturbanc
es can be enforced by inserting in the predictive controller suitable const
raint restrictions. The robust predictive controller obtained in this way g
uarantees, for all admissible disturbances, constraint fulfillment and asym
ptotic state regulation, i.e. convergence of the state to a minimal robust
invariant set, provided that the initial state is feasible. Simulation resu
lts demonstrate the effectiveness of the proposed approach. (C) 2001 Elsevi
er Science Ltd. All rights reserved.